Anthropic has unveiled Claude Opus 4.7, an updated large language model that it says outperforms its predecessor on software engineering tasks, image analysis, and multi-step autonomous work.
In this tutorial, we explore Microsoft VibeVoice in Colab and build a complete hands-on workflow for both speech recognition and real-time speech synthesis. We set up the environment from scratch, ...
Abstract: This poster presentation proposes a novel lossless data compression algorithm that completely supports stream data called Adaptive Stream-based Entropy coding. It compresses continuous ...
PolarQuant-- optimal Gaussian quantization via Walsh-Hadamard rotation + Lloyd-Max centroids. Achieves near-lossless compression (PPL 6.39 vs 6.37 FP16) with 2.75x VRAM reduction.
Abstract: Logarithmic binary arithmetic coding (LBAC) is a entropy coding method first introduced in AVS2 and now used in the third generation of audio video coding standard (AVS3). While LBAC ...
LatticeQuant is a research framework for KV cache compression in large language models, combining lattice quantization theory, directional distortion analysis, and attention-aware bit allocation.
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